datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
Harvard-GDP
Dataset Card: Harvard-GDP
Dataset Summary
Harvard-GDP (Harvard Glaucoma Detection and Progression) is a multimodal multitask ophthalmology dataset for glaucoma detection and progression forecasting. It is the largest publicly available glaucoma detection dataset with 3D OCT imaging data and the first publicly available glaucoma progression forecasting dataset. The dataset includes detailed demographic annotations (sex, race) to support fairness learning research.
This… See the full description on the dataset page: https://huggingface.co/datasets/harvardairobotics/Harvard-GDP.GDPa1
GDPa1: Antibody developability dataset
Contains the assay data for 242 antibodies across 10 assays as described in our latest preprint, PROPHET-Ab: A high-throughput platform for biophysical antibody developability assessment to enable AI/ML model training.
Example usage
Using pandas:
import pandas as pd
# Login using e.g. `huggingface-cli login` to access this dataset
df = pd.read_csv("hf://datasets/ginkgo-datapoints/GDPa1/GDPa1_v1.2_20250814.csv")
Using Hugging… See the full description on the dataset page: https://huggingface.co/datasets/ginkgo-datapoints/GDPa1.World_Bank_GDP_by_Country_and_Continent_2000-2024
World Bank GDP by Country & Continent (2000–2025)
A clean, visual, non-technical analysis of World Bank GDP (current US$) organized by country and summarized to a 7-continent view. All values are expressed in USD (billions) for readability.
Why this repo exists
To provide a single place to:
Extract authoritative GDP data from the World Bank (2000–2025),
Publish & share a tidy dataset on Kaggle,
Analyze & present insights in a visual, plain-English notebook.… See the full description on the dataset page: https://huggingface.co/datasets/npaleti2002/World_Bank_GDP_by_Country_and_Continent_2000-2024.gdpr-articlesGDPx2
GDPx2
GDPx2 Functional Genomics Dataset: DRUG-seq + Chemical Perturbation in 4 Primary Cell Types. This dataset contains the supplementary data for the bioRxiv preprint "Mapping the Transcriptional Landscape of Drug Responses in Primary Human Cells Using High-Throughput DRUG-seq".
Experimental Design
Experiments were performed in a 384-well format assay. Four primary human cell lines were used: aortic smooth muscle cells, skeletal myoblasts, dermal fibroblasts… See the full description on the dataset page: https://huggingface.co/datasets/ginkgo-datapoints/GDPx2.africa-gdp-growth-annual-percentage
Africa Gdp Growth Annual Percentage | Africa (World Bank)
Size category: n<1K - Formats: csv - Sector: economics_finance - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset Covers
Public datasets help analysts inspect structured… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-gdp-growth-annual-percentage.GDP-Per-Capita_Gov-Expenditure_TradeAbout Dataset
Edit
This dataset provides a comprehensive view of key macroeconomic indicators across various entities (countries or regions) over time. It includes annual data for the following variables:
Entity: The name of the country or region for which the data is recorded.
Code: A standardized three-letter country or region code, facilitating easier identification and merging with other datasets.
Year: The calendar year for which the economic indicators are reported.
GDP per capita:… See the full description on the dataset page: https://huggingface.co/datasets/tripathyShaswata/GDP-Per-Capita_Gov-Expenditure_Trade.gdpr-cases
GDPR Cases Dataset
A dataset of 60 verified GDPR formalization cases with formal rule representations in Pythen format.
Overview
This dataset contains high-quality examples of GDPR article provisions formalized into executable rule trees using the Pythen framework. Each sample includes:
Scenario: Natural language legal scenario
Rule Tree: Formal rule representation (Pythen JSON format)
Facts: Extracted atomic facts from the scenario
Label: Ground truth boolean outcome… See the full description on the dataset page: https://huggingface.co/datasets/nguyenthanhasia/gdpr-cases.GDPx1
GDPx1
GDPx1 Functional Genomics Dataset: DRUG-seq + Chemical Perturbation in A549 Cells
Experimental Design
The Library of Pharmacologically Active Compounds (LOPAC 1280), containing 1,264 compounds, was tested at two concentrations (100 nM and 1000 nM) using four technical replicates in A549 cells (a human lung carcinoma epithelial cell line). DMSO was used as an inert control, and Digitonin as a transcriptional control. This generated 28 384-well plates that were… See the full description on the dataset page: https://huggingface.co/datasets/ginkgo-datapoints/GDPx1.africa-exports-of-goods-and-services-percentage-of-gdp
Africa Exports of Goods and Services Percentage of Gdp | Africa (World Bank)
Size category: n<1K - Formats: csv - Sector: economics_finance - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset Covers
Public datasets help analysts… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-exports-of-goods-and-services-percentage-of-gdp.africa-imports-of-goods-and-services-percentage-of-gdp
Africa Imports of Goods and Services Percentage of Gdp | Africa (World Bank)
Size category: n<1K - Formats: csv - Sector: economics_finance - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset Covers
Public datasets help analysts… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-imports-of-goods-and-services-percentage-of-gdp.abidhussai512_global-tourism-revenue-and-gdp-growth-dataset
🌐 Global Tourism Revenue & GDP Growth Dataset
Global Tourism Economic Impact Dataset (2000–2025) | GDP & Revenue Analysis
Dataset Info
Source: Kaggle
Original Size: 0.09 MB
Kaggle Downloads: 162
Files: 1
Files
global_tourism_economic_impact_2000_2025_BALANCED.csv
Mirrored from Kaggle
africa-gross-capital-formation-percentage-of-gdp
Africa Gross Capital Formation Percentage of Gdp | Africa (World Bank)
Size category: n<1K - Formats: csv - Sector: economics_finance - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset Covers
Public datasets help analysts… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-gross-capital-formation-percentage-of-gdp.Africa-Agriculture-forestry-and-fishing-value-added-percentage-of-GDP
Africa Agriculture forestry and fishing value added percentage of GDP | Africa (World Bank)
Size category: n<1K - Formats: csv - Sector: agriculture_food - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset Covers
Public datasets… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/Africa-Agriculture-forestry-and-fishing-value-added-percentage-of-GDP.africa-central-government-debt-total-percentage-of-gdp
Africa Central Government Debt Total Percentage of Gdp | Africa (World Bank)
Size category: n<1K - Formats: csv - Sector: economics_finance - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset Covers
Public datasets help analysts… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-central-government-debt-total-percentage-of-gdp.gdpr-enforcement-sample
GDPR Enforcement Tracker
Every GDPR fine and enforcement action in the EU/EEA
Dataset key: gdpr-enforcement
Version: 2026.02
Formats: csv, json
Sample rows: 682
Full rows: 6828
Tags: gdpr, privacy, compliance, eu, legal, enforcement, fines
Sample vs Full
This repository contains the free sample only.
See product page for current pricing.
Get the full GDPR Enforcement Tracker
Details
GDPR Enforcement Tracker
Every GDPR enforcement action (fines… See the full description on the dataset page: https://huggingface.co/datasets/Sebastyijan/gdpr-enforcement-sample.africa-industry-including-construction-value-added-percentage-of-gdp
Africa Industry Including Construction Value Added Percentage of Gdp | Africa (World Bank)
Size category: n<1K - Formats: csv - Sector: economics_finance - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset Covers
Public datasets… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-industry-including-construction-value-added-percentage-of-gdp.gdpr-classificationafrica-gdp-per-capita-growth-annual-percentage
Africa Gdp Per Capita Growth Annual Percentage | Africa (World Bank)
Size category: n<1K - Formats: csv - Sector: economics_finance - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset Covers
Public datasets help analysts inspect… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-gdp-per-capita-growth-annual-percentage.GDPAfrica-Stocks-Traded-Total-Value-percentage-of-GDP
Africa Stocks Traded Total Value percentage of GDP | Africa (World Bank)
Size category: n<1K - Formats: csv - Sector: economics_finance - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset Covers
Public datasets help analysts… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/Africa-Stocks-Traded-Total-Value-percentage-of-GDP.africa-inflation-gdp-deflator-annual-percentage
Africa Inflation Gdp Deflator Annual Percentage | Africa (World Bank)
Size category: n<1K - Formats: csv - Sector: economics_finance - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset Covers
Public datasets help analysts inspect… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-inflation-gdp-deflator-annual-percentage.GDPx3
GDPx3
GDPx3 is a high-content imaging dataset (Cell Painting) generated by screening 40 compounds across four concentrations at two time points, plus controls. This data was collected in A549, dermal fibroblasts, aortic smooth muscle cells, and aortic endothelial cells. GDPx3 offers a wealth of phenotypic information ready for your AI models.
Experimental Design
Experiments were performed in a 384-well format assay. Four cell lines – A549 (a human lung carcinoma… See the full description on the dataset page: https://huggingface.co/datasets/ginkgo-datapoints/GDPx3.Africa-Domestic-Credit-to-Private-Sector-by-Banks-percentage-of-GDP
Africa Domestic Credit to Private Sector by Banks percentage of GDP | Africa (World Bank)
Size category: n<1K - Formats: csv - Sector: economics_finance - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset Covers
Public datasets… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/Africa-Domestic-Credit-to-Private-Sector-by-Banks-percentage-of-GDP.africa-gdp-per-capita-current-usd
Africa Gdp Per Capita Current Usd | Africa (World Bank)
Size category: n<1K - Formats: csv - Sector: economics_finance - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset Covers
Public datasets help analysts inspect structured… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-gdp-per-capita-current-usd.africa-gdp-morocco
Africa Gdp Morocco | Africa (World Bank)
Size category: n<1K - Formats: csv - Sector: economics_finance - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset Covers
Public datasets help analysts inspect structured evidence, build… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-gdp-morocco.GDPRLLMTRainingdataAfrica-Domestic-Credit-to-Private-Sector-percentage-of-GDP
Africa Domestic Credit to Private Sector percentage of GDP | Africa (World Bank)
Size category: n<1K - Formats: csv - Sector: economics_finance - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset Covers
Public datasets help… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/Africa-Domestic-Credit-to-Private-Sector-percentage-of-GDP.africa-revenue-excluding-grants-percentage-of-gdp
Africa Revenue Excluding Grants Percentage of Gdp | Africa (World Bank)
Size category: n<1K - Formats: csv - Sector: economics_finance - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset Covers
Public datasets help analysts… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-revenue-excluding-grants-percentage-of-gdp.Africa-Broad-Money-percentage-of-GDP
Africa Broad Money percentage of GDP | Africa (World Bank)
Size category: n<1K - Formats: csv - Sector: economics_finance - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset Covers
Public datasets help analysts inspect structured… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/Africa-Broad-Money-percentage-of-GDP.